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Charan Suresh

fix: Sage timeout — gunicorn 300s, max_tokens 150, ZeroGPU pattern, correct torch_dtype

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metadata

title: KnowLedge Inference
emoji: 📖
colorFrom: yellow
colorTo: green
sdk: gradio
python_version: 3.10.16
sdk_version: 4.44.1
app_file: app.py
pinned: true
license: apache-2.0
hardware: zero-gpu
short_description: Gemma 4 inference for KnowLedge learning tracker
tags:
  - gemma
  - gemma-4
  - education
  - inference-api
  - knowledge
  - hackathon

KnowLedge Inference API

Gemma 4 E2B + E4B inference backend for the KnowLedge learning ledger.

Part of the Kaggle Gemma 4 Good Hackathon submission.

Endpoints

Endpoint	Model	Used by
`/api/generate`	E2B or E4B	Scout (concept tagging), Sage (Socratic dialogue)
`/api/generate_vision`	E4B vision	Lens (handwriting verification)
`/api/health`	-	FastAPI health check

Not for direct use

This Space is called programmatically by the KnowLedge FastAPI backend deployed on Render. It is not a chat interface.

Deployment note

Deploy these files to a separate Hugging Face Space repository. Do not import from the knowledge/ package inside the Space app.